Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9845819 | 0.8900116 | 0.5687475 |
| bt | 0.9219415 | 0.6855981 | 0.3955541 |
| maxnet | 0.7948026 | 0.4590592 | NA |
| gam | 0.8357143 | 0.5231707 | 0.2730008 |
| glm | 0.7438637 | 0.4480256 | 0.1423707 |